1 Correction on New1

1.1 3 points example

## Warning: Removed 1996 rows containing missing values (geom_raster).

## Warning: Removed 1996 rows containing missing values (geom_raster).

## Warning: Removed 1996 rows containing missing values (geom_raster).

## Warning: Removed 1996 rows containing missing values (geom_raster).

## Warning: Removed 1996 rows containing missing values (geom_raster).

## Warning: Removed 1996 rows containing missing values (geom_raster).

## Warning: Removed 1996 rows containing missing values (geom_raster).

## Warning: Removed 1996 rows containing missing values (geom_raster).

1.2 4 points example

2 Noiseless Circle

## y
##  1  2  3 
## 41 32 27

3 Noise Circle

3.1 n = 500, noise-level = 0.3

3.1.1 Ridge

## [1] 0.8 0.1 0.1
## y_noise
##   1   2   3 
## 157 172 171

3.2 n = 500, noise-level = 0.6

3.2.1 Ridge

## [1] 0.6 0.2 0.2
## y_noise
##   1   2   3 
## 159 178 163

3.3 n = 500, noise-level = 0.9

3.3.1 Ridge

## [1] 0.4 0.3 0.3
## y_noise
##   1   2   3 
## 173 172 155

3.4 n = 3000, noise-level = 0.9

3.4.1 Ridge

## [1] 0.4 0.3 0.3
## y_noise
##    1    2    3 
##  962 1023 1015

## [1] "CS"
## [[1]]
##               [,1]          [,2] [,3]
## [1,]  3.266802e-10  2.943131e-10    0
## [2,]  1.335557e-10 -2.066872e-10    0
## [3,] -4.602359e-10 -8.762590e-11    0
## 
## [[2]]
##               [,1]          [,2] [,3]
## [1,]  6.276933e-09  5.272040e-10    0
## [2,] -7.970092e-09  4.724543e-09    0
## [3,]  1.693158e-09 -5.251747e-09    0
## 
## [[3]]
##               [,1]          [,2] [,3]
## [1,]  1.988193e-07  3.912677e-08    0
## [2,] -2.311958e-07  1.262888e-07    0
## [3,]  3.237653e-08 -1.654156e-07    0
## 
## [[4]]
##               [,1]          [,2] [,3]
## [1,] -6.723580e-10 -4.696355e-10    0
## [2,]  1.050593e-09 -1.027323e-09    0
## [3,] -3.782351e-10  1.496958e-09    0
## 
## [[5]]
##               [,1]          [,2] [,3]
## [1,]  6.738476e-10  1.686859e-10    0
## [2,]  3.350467e-10 -1.010049e-09    0
## [3,] -1.008894e-09  8.413635e-10    0
## [1] "Duchi"
## [[1]]
##              [,1]       [,2] [,3]
## [1,]  0.306747732  0.1435036    0
## [2,] -0.298398552  0.1907186    0
## [3,] -0.008349181 -0.3342223    0
## 
## [[2]]
##              [,1]       [,2] [,3]
## [1,]  0.306385210  0.1436823    0
## [2,] -0.296775580  0.1903017    0
## [3,] -0.009609629 -0.3339840    0
## 
## [[3]]
##             [,1]       [,2] [,3]
## [1,]  0.30339080  0.1438499    0
## [2,] -0.28890502  0.1891777    0
## [3,] -0.01448577 -0.3330277    0
## 
## [[4]]
##             [,1]        [,2] [,3]
## [1,]  0.07798242  0.01166953    0
## [2,] -0.08986596  0.04734527    0
## [3,]  0.01188354 -0.05901480    0
## 
## [[5]]
##              [,1]         [,2] [,3]
## [1,]  0.007867939  0.001171551    0
## [2,] -0.009070082  0.004786455    0
## [3,]  0.001202143 -0.005958006    0
## [1] "New1"
## [[1]]
##               [,1]         [,2] [,3]
## [1,]  3.153117e-09 8.057436e-09    0
## [2,] -2.017280e-09 8.479629e-09    0
## 
## [[2]]
##               [,1]        [,2] [,3]
## [1,]  7.476323e-08 1.15672e-07    0
## [2,] -8.328710e-08 1.69034e-07    0
## 
## [[3]]
##               [,1]         [,2] [,3]
## [1,]  3.874933e-08 8.679122e-08    0
## [2,] -3.207527e-08 9.510324e-08    0
## 
## [[4]]
##              [,1]          [,2] [,3]
## [1,] 1.148552e-06  1.808095e-06    0
## [2,] 2.174594e-07 -1.903940e-07    0
## 
## [[5]]
##               [,1]         [,2] [,3]
## [1,]  5.463553e-06 8.567514e-06    0
## [2,] -7.063695e-06 1.441231e-05    0

3.5 n = 3000, noise-level = 0.98

3.5.1 Ridge

## [1] 0.3466667 0.3266667 0.3266667
## y_noise
##    1    2    3 
##  997  992 1011